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1. Introduction to Statistical Inference [.pdf]
2. Point Estimation Part I [.pdf] Part II [.pdf]
3. Evaluating the Goodness of an Estimator: Bias, Mean-Square Error, Relative Efficiency [.pdf]
4. The Fisher Information and the Cramér-Rao Inequality [.pdf]
5. Method of Moments [.pdf]
6. Method of Maximum Likelihood [.pdf]